Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports. Uses the AGENTS.md paper architect/reviewer role with web/DBLP/arXiv lookup to catch hallucinated authors, wrong years, fabricated venues, version mismatches…
Use when main results pass experiment-result-to-claim (claimsupported = yes or partial) and ablation studies are needed for paper submission. The paper architect/reviewer designs ablations from a reviewer's perspective; the paper executor reviews feasibility and implements.
Turn a stable research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after paper-plan, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity…
Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. A paper architect/reviewer evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running…
Analyze experimental results for academic papers and give model-selection guidance. Use when the user wants LaTeX experiment analysis paragraphs from data, or practical guidance on which model family to use for academic writing, coding, or paper-polish workflows.
A workflow for turning a LaTeX research paper into a PDF and checking whether the build succeeded. LaTeX is a text-based system for writing and typesetting documents.
Generate an image-generation prompt, show that prompt to the user, and then directly use the same prompt to generate a raster reference image for an academic algorithm architecture figure from paper notes or existing code. Use when the user wants a paper method/framework/architecture diagram reference, especially for…
Advise on paper figures, charts, and captions. Use when the user wants experimental chart-type recommendations, figure captions, or table captions for academic papers.
Run a one-question-at-a-time innovation-gate interview before algorithm design, experiment planning, or paper drafting. Use to test whether a research problem extends the knowledge boundary, whether existing methods or direct transfer already solve it, and whether proposed components map to defensible subproblems and…
Run a one-question-at-a-time claim-evidence reconciliation only after experiments are complete and a full or near-complete paper exists. Use to trace central Conclusion claims back through the Abstract, Introduction, Results, scientific-support verdicts, and raw-evidence audits, then write…
Check academic drafts against target-journal style and submission expectations. Use when the user mentions a target journal, asks for abstract or highlights formatting, wants title or keyword guidance, or needs cross-section consistency checks before submission.
Apply a controlled human-style post-polish pass only after a formal full-paper polish has already been completed. Use when the user wants a finished academic paper to sound less mechanical by adding restrained natural phrasing in Introduction, Related Work or Related Works, and Results sections, with optional minor…
Run an interactive academic-paper polishing workflow with explicit checkpoints. Use when the user asks to polish step by step, confirm structure before rewriting, revise sentence logic incrementally, compare multiple expression options, or do a gradual abstract or section refinement instead of an immediate full…
Perform high-intensity global polishing for English academic papers in LaTeX. Use when the user wants section-level or document-level rewriting with global logic checking, outline reconstruction, compression, sentence-level polishing, and a final reviewer-style pass, or when the user explicitly asks for a staged…
Perform high-intensity global polishing for Chinese academic writing in either Word-style plain text or Chinese LaTeX. Use when the user wants section-level or document-level rewriting with global logic checking, outline reconstruction, compression, sentence-level polishing, and a final reviewer-style pass, or when…
Refine academic writing at the paragraph level. Use when the user wants English LaTeX polishing, Chinese paper polishing, shortening, expansion, or de-AI rewriting for LaTeX or Word-ready text.
Review paper text or PDFs from a final-check or reviewer perspective. Use when the user wants fatal logic checks on English LaTeX, or a harsh reviewer-style report on a full paper PDF with concrete rejection risks and revision advice.
Translate and rewrite academic paper text across Chinese and English. Use when the user wants Chinese-to-English LaTeX translation, English-to-Chinese literal translation, or Chinese academic paragraph rewriting for Word-style manuscripts.
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write Markdown drafts → paper-write LaTeX section files → paper-compile → paper-review → formal polish → optional human-style polish → proof/claim/citation audits to go from a narrative report to a polished PDF. Use for /goal-based…
★not rated 157 1mo agoA145 tokens
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: